LMEB: Long-horizon Memory Embedding Benchmark
Paper • 2603.12572 • Published • 73
Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Sub-tasks:
multiple-choice-qa
Languages:
English
Size:
1M - 10M
ArXiv:
License:
id stringlengths 17 21 | text stringlengths 0 76.6k | title stringlengths 54 65 |
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scene_0_session_1 | Can you provide the technical details of how a rocket operates in space? Wow, it's amazing how much goes into launching a rocket into space. Is it difficult to achieve a stable orbit? It's crazy to think about how astronauts are able to live and work in space. What kind of technology do they use up there? | Data time: 12:04 AM on Saturday 20 May, 2023 - Session 1 |
scene_0_session_2 | What about alienation, which list contains it? Why you did not mention it? Which other important themes you did not mention ? List most important literary devices Themes, literary devices, what else I should memorize to be able to pass AP literacy Any useful acronym developed to memory literacy elements.? | Data time: 12:16 AM on Saturday 20 May, 2023 - Session 2 |
scene_0_session_3 | write a sales email for a potential costumer of a company that has a product that enable energy saving to industry factories by making cheap bigger (than current industry standard) pressure tanks for its compressor. so the air compressors need to work less times for more more time. | Data time: 12:28 AM on Saturday 20 May, 2023 - Session 3 |
scene_0_session_4 | I'm having some issues with my internet connection. It's been working great since I upgraded my plan, but I'm wondering if there's a way to optimize my router's settings to get even faster speeds. Can you help me with that? I've got an Asus RT-AC86U router, and I'm currently on a 500 Mbps plan with my ISP. I've got aro... | Data time: 01:01 AM on Saturday 20 May, 2023 - Session 4 |
scene_0_session_5 | I'm feeling really overwhelmed with my to-do list and I'm having trouble focusing. Can you give me some tips on how to prioritize my tasks and stay on track? By the way, I've been on a social media break for a few weeks now, and it's been a huge relief. I used to spend so much time comparing my life to others, feeling ... | Data time: 01:17 AM on Saturday 20 May, 2023 - Session 5 |
scene_0_session_6 | I want to go to the Virginia Beach, I'm leaving from Montreal beginning of July for 10 days. We'd like to go for 5 night near the Virginia Beach
we are 2 families of 4 each, each family has teenagers.
we like museams and other scientific activities.
appart the 5 days at the beach we'd like to make the trip in 2 days ... | Data time: 02:40 AM on Saturday 20 May, 2023 - Session 6 |
scene_0_session_7 | I want you to help me write a comprehensive content plan about NCAT. I will give you information from the NCAT website and I want you to remember them. You are to consider these information in creating a content plan. Do you understand? If yes, say "acknowledge"
Please write in English language. The persona that I am ... | Data time: 02:48 AM on Saturday 20 May, 2023 - Session 7 |
scene_0_session_8 | I'm planning a dinner party for this weekend and need some recipe ideas. Can you suggest some dishes that can be made with ingredients like rice, pasta, and veggies? I like the vegetable biryani and grilled vegetable skewers ideas. Do you have any wine pairing suggestions that would complement these dishes? I'm thinkin... | Data time: 03:29 AM on Saturday 20 May, 2023 - Session 8 |
scene_0_session_9 | I'm having some issues with my TV, the picture has been flickering lately and I'm not sure why. Can you help me troubleshoot the problem or find a TV repair service in my area? What are some simple ways to keep my living room dust-free, especially with a cat that sheds a lot? Can you recommend some good vacuum cleaners... | Data time: 04:03 AM on Saturday 20 May, 2023 - Session 9 |
scene_0_session_10 | CITI Program
My Courses My Records My CE/CMEs Support
Search
English
Aviv Orner
ID 11822678
The Federal Regulations - SBE
Hebrew University of Jerusalem - Social & Behavioral Research - Basic/Refresher
Switch View
The Federal Regulations - SBE
Content Author
Lorna Hicks, MS
Duke University
Introduction
Wilhelm Wundt... | Data time: 04:49 AM on Saturday 20 May, 2023 - Session 10 |
scene_0_session_11 | What are some effective strategies for increasing audience engagement and driving traffic to a business's website through their Pinterest presence? Should I focus on creating boards with a specific theme or should I cover a broader range of topics? Do you have any suggestions for how often I should be posting new pins ... | Data time: 04:51 AM on Saturday 20 May, 2023 - Session 11 |
scene_0_session_12 | I'm looking for some advice on finding a good storage service in Tokyo. I'm currently living in a small one-bedroom apartment in Kichijoji and it's been a challenge to fit all my belongings. By the way, I know how crazy it can be to find a place to live here - I struggled to find an apartment when I first arrived and e... | Data time: 05:40 AM on Saturday 20 May, 2023 - Session 12 |
scene_0_session_13 | 7th to 8th Give me a different opinion. For reference, the ninth is the code to open the basement door, and the tenth is the puzzle to open the safe containing the music score that disappeared from the basement.
지금 번역하기 Too complicated for an elementary school student to understand. Give me another suggestion to... | Data time: 05:57 AM on Saturday 20 May, 2023 - Session 13 |
scene_0_session_14 | I'm trying to plan my shopping trip for this week and was wondering if you could give me some suggestions on what's on sale at my local grocery store. By the way, speaking of sales, I just redeemed my Ibotta earnings from last week and got $10 in Amazon gift cards, which is always a nice bonus! I'll check the store's w... | Data time: 07:10 AM on Saturday 20 May, 2023 - Session 14 |
scene_0_session_15 | I'm having a bit of a hard time waking up in the morning lately and I'm trying to find ways to boost my energy. I've been relying on an extra shot of espresso in my morning coffee, but I'm wondering if there are any other natural energy boosters I could try. By the way, I've recently switched to using stevia instead of... | Data time: 08:44 AM on Saturday 20 May, 2023 - Session 15 |
scene_0_session_16 | can u create a shift rotation sheet for GM social media agents 7 agents 4 shifts as follows: "8 am till 4 pm - 12 pm till 8 pm - 4 pm till 12 am - 12 am till 8 am " 2 days off for every agents for only a week Sunday - Saturday agents names below:Admon
Magdy
Ehab
Sara
Mostafa
Nemr
Adam | Data time: 09:05 AM on Saturday 20 May, 2023 - Session 16 |
scene_0_session_17 | In what ways does a production designer create a specific atmosphere or mood for a film or TV show? Wow, it's fascinating how many details a production designer must consider to create the perfect atmosphere for a film or TV show. Are there any specific films or TV shows that stand out to you as having exceptional prod... | Data time: 09:20 AM on Saturday 20 May, 2023 - Session 17 |
scene_0_session_18 | Was Livy more sympathetic towards republicanism or monarchy in his writing? That's interesting. Do you think Livy's preference for republicanism influenced later political thinkers? Wow, Livy's writings sure had a lasting impact on political thought. It's amazing to think that his ideas are still influencing government... | Data time: 10:37 AM on Saturday 20 May, 2023 - Session 18 |
scene_0_session_19 | Can you suggest a book in the Romance genre by a female author? Thank you for the recommendation, but I specifically asked for a book in the Romance genre by a female author. Can you suggest one? Thanks for the recommendations, but I am really looking for a book with a strong female protagonist who isn't just focused o... | Data time: 10:51 AM on Saturday 20 May, 2023 - Session 19 |
scene_0_session_20 | I'm looking for some information on climate change. I got into a heated discussion on a Facebook post about it last week and I want to learn more about the current state of research on the topic. I'm interested in learning more about those climate tipping points. Can you explain what you mean by that and how close we a... | Data time: 11:11 AM on Saturday 20 May, 2023 - Session 20 |
scene_0_session_21 | Which movie was based on the famous novel 'To Kill a Mockingbird'? Oh, I've heard of that! Have you watched the movie or read the book? Yeah, I watched the movie in my high school English class. The actor who played Atticus Finch was amazing. Yeah, it really made me think about racism and justice in a way that textbook... | Data time: 11:13 AM on Saturday 20 May, 2023 - Session 21 |
scene_0_session_22 | I'm planning a charity fundraising event at my workplace and need some ideas for auction items. Do you have any suggestions? I like the idea of a wine tasting experience. Do you have any recommendations for local vineyards or wineries that might be willing to donate their services? Can you help me come up with a rough ... | Data time: 12:50 PM on Saturday 20 May, 2023 - Session 22 |
scene_0_session_23 | Hello dear Gpt
, nice to meet you
With your help, I want to write a very strong, best-selling, comprehensive and complete joint book titled Gaslighting Recovery on healing from toxic relationships, breaking free from mind manipulation and overcoming narcissistic abuse. In this book, I want all the techniques and tricks... | Data time: 01:41 PM on Saturday 20 May, 2023 - Session 23 |
scene_0_session_24 | I'm looking for some recipe inspiration for a dinner party I'm hosting soon. Can you give me some ideas for a vegan main course that's easy to make and impressive to serve? I love the sound of the Vegan "Scallop" Risotto and the Lentil and Mushroom Bourguignon. Can you give me some tips on how to cook Arborio rice and ... | Data time: 02:08 PM on Saturday 20 May, 2023 - Session 24 |
scene_0_session_25 | I'm planning a fun day with my niece and I was wondering if you could suggest some educational yet entertaining activities we could do together. By the way, speaking of fun days with my niece, I took her to the Children's Museum for her birthday, where we spent the day exploring the interactive exhibits and playing wit... | Data time: 02:32 PM on Saturday 20 May, 2023 - Session 25 |
scene_0_session_26 | I am the best man at a wedding and need to write a speech. There is a sensitive issue that I need to address: it has recently emerged that the groom sent a large chunk of the budget for the wedding meal to an Albanian webcam model. For this reason the meal will consist of just bread and soup. Explain this problem to th... | Data time: 02:43 PM on Saturday 20 May, 2023 - Session 26 |
scene_0_session_27 | I'm looking for some book recommendations. I'm currently reading "The Three-Body Problem" and I'm really enjoying the science fiction genre. Can you suggest some other sci-fi books that I might like? By the way, I'm currently at 7/24, so I'm a bit behind schedule, but I'm hoping to catch up soon. I'm interested in "Dia... | Data time: 03:14 PM on Saturday 20 May, 2023 - Session 27 |
scene_0_session_28 | voici un livre que j'ecrits : "Why Do We Say That? 101 Idioms, Phrases, Sayings & Facts! A Brief History On Where They Come From!"
et voici sa description :
"Why do you “call shotgun” when you want the front passenger seat? What does “letting the cat out of the bag” have to do with divulging secrets? Why do you ask pe... | Data time: 04:10 PM on Saturday 20 May, 2023 - Session 28 |
scene_0_session_29 | I'm planning my meals for the week and I'm looking for some healthy snack ideas. I did a big shop at Costco last week and picked up a few fresh items like apples and carrots, so I'd like to incorporate those into my snacks. Do you have any suggestions? Those are some great ideas, thanks! I'm particularly interested in ... | Data time: 04:15 PM on Saturday 20 May, 2023 - Session 29 |
scene_0_session_30 | Remove Item 6. Make the Date 16 February 2023. Change the jurisdiction to the laws of the State of New South Wales. | Data time: 04:58 PM on Saturday 20 May, 2023 - Session 30 |
scene_0_session_31 | Can you provide examples of how virtual reality is being used in education? These are all great examples! Do you think virtual reality will become a standard tool in classrooms in the future? I agree, virtual reality has a lot of potential to make learning more fun and engaging. I can't wait to see how it will continue... | Data time: 05:48 PM on Saturday 20 May, 2023 - Session 31 |
scene_0_session_32 | I'm trying to establish a consistent wake-up time, but it's been a struggle. Last week, I set my alarm for 6:30 AM every day, and I'm trying to figure out why I couldn't stick to it. Can you help me analyze my sleep patterns and morning routine to see what's working and what's not? I'll do my best to provide the info y... | Data time: 06:00 PM on Saturday 20 May, 2023 - Session 32 |
scene_0_session_33 | I'm looking to start a new knitting project with the new set of needles I got from my aunt, who used to knit a lot but hasn't picked it up in years. Can you suggest some beginner-friendly patterns or tutorials for me to get started? I think I'll start with the garter stitch scarf, it sounds simple enough. Can you give ... | Data time: 07:28 PM on Saturday 20 May, 2023 - Session 33 |
scene_0_session_34 | Can you provide insight on any future plans or projects that may affect shipping and commerce through the Torres Strait? Ah, I see. Do you know any good sources where I can find more information on this topic? I'll definitely check out those sources. Do you know if there have been any recent developments or news regard... | Data time: 09:54 PM on Saturday 20 May, 2023 - Session 34 |
scene_0_session_35 | I'm considering upgrading my TV to a 4K model. Can you recommend some good options that would work well with my streaming service? I'm looking to spend around $1,000 to $1,500 for a 55-inch TV. I mainly use Netflix and Amazon Prime Video, but I also occasionally watch Hulu and Disney+. I'd like a TV with good picture q... | Data time: 10:09 PM on Saturday 20 May, 2023 - Session 35 |
scene_0_session_36 | I’d like to put together a 3 part webinar series about getting better at dog agility. Can you suggest a few three part topics? They can be dog agility specific or more generally about how you get better at a sport. Can you suggest some ideas where it leads into the idea of the value of a coach in gaining improvements? ... | Data time: 10:31 PM on Saturday 20 May, 2023 - Session 36 |
scene_0_session_37 | What is the geological makeup of the Tennessee River watershed? Wow, that's quite a diverse makeup of rocks and minerals in the Tennessee River watershed. But what does that mean for the wildlife and ecosystem in the area? Are there any endangered species in the Tennessee River watershed, and how is their survival impa... | Data time: 11:18 PM on Saturday 20 May, 2023 - Session 37 |
scene_0_session_38 | I'm thinking of buying a new laptop, do you have any recommendations for good deals on laptops? Also, can you remind me when I got that new 4K TV from Best Buy? I remember I got that 4K TV during the Black Friday sale, it was on November 27th, and it was an awesome deal. Anyway, back to laptops, what do you think about... | Data time: 11:30 PM on Saturday 20 May, 2023 - Session 38 |
scene_0_session_39 | Excellent, now provide a possible template that I can use for the "Net operating income calculation" sub-section of the Income Approach section, which allows the user to quickly complete this sub-section by filling in a few key pieces of information Provide this in the format of a table Excellent, now provide a possibl... | Data time: 11:48 PM on Saturday 20 May, 2023 - Session 39 |
scene_0_session_40 | I'm interested in learning more about the differences between Latin American Spanish dialects. Can you recommend some online resources or podcasts that discuss these variations? I'm interested in learning more about the Rioplatense Spanish dialect. Are there any specific resources you can recommend that focus on this d... | Data time: 12:20 AM on Sunday 21 May, 2023 - Session 40 |
scene_0_session_41 | I'm trying to get my mom's grocery list organized, but I'm not feeling up to going to the store myself. Can you help me find some delivery or curbside pickup options in my area? By the way, I've been helping my mother with errands and cooking meals for her, but needed to take a break from caring for her on that day, so... | Data time: 12:24 AM on Sunday 21 May, 2023 - Session 41 |
scene_0_session_42 | How has climate change impacted the Arctic region, and what are the implications for global sea levels and weather patterns? It's scary to think about how much the melting Arctic will affect the rest of the world. Why aren't more people taking this seriously? It seems like we need to act fast if we want to prevent the ... | Data time: 12:41 AM on Sunday 21 May, 2023 - Session 42 |
scene_0_session_43 | I'm looking for some help with organizing my schedule for the upcoming Healthcare IT Conference in Chicago. I set up the booth and prepared for the Tech Expo last month, which was a huge success, and I want to make sure I'm just as prepared for this event. Can you help me create a to-do list for the next few weeks lead... | Data time: 12:53 AM on Sunday 21 May, 2023 - Session 43 |
scene_0_session_44 | I'm trying to reduce my coffee intake, can you give me some green tea recommendations? What's the best way to store green tea to preserve its flavor and aroma? Can you give me some tips on how to establish a consistent morning routine that includes a 30-minute workout? Can you give me some ideas for a 10-minute meditat... | Data time: 02:49 AM on Sunday 21 May, 2023 - Session 44 |
scene_0_session_45 | I'm looking for some deals on kitchen appliances. Can you show me some discounts on coffee makers from popular retailers like Walmart or Best Buy? By the way, I just ordered a new kitchen utensil set from Target last month and it's been a game-changer. I'm also looking for some good deals on beauty products. Can you sh... | Data time: 03:02 AM on Sunday 21 May, 2023 - Session 45 |
scene_0_session_46 | Offer grammatical edits I should make on the following cover letter:
Dear Search Committee for the CUNY Online Instructional Designer,
Since I began my masters of library and information science, I have had a deep passion for and interest in the human-machine interface, specifically as it relates to information-seeki... | Data time: 03:41 AM on Sunday 21 May, 2023 - Session 46 |
scene_0_session_47 | I'm looking for some information on the origins of the Stations of the Cross devotion. Can you tell me more about its history and significance in the Catholic Church? That's really helpful, thank you. I've been praying the Stations of the Cross every Friday during Lent, and it's become a meaningful way for me to reflec... | Data time: 04:17 AM on Sunday 21 May, 2023 - Session 47 |
scene_0_session_48 | In what ways does the design of the Johnson hospital reduce waste and promote recycling? That makes sense! I really think it's important for hospitals to prioritize sustainability as much as possible. Do you know of any other hospitals that have implemented similar designs? It's great to see so many hospitals taking th... | Data time: 04:21 AM on Sunday 21 May, 2023 - Session 48 |
scene_0_session_49 | What are some popular songs from the Big Band era? Wow, those songs are awesome! I wish I could go back in time and dance the night away to some live Big Band music. That sounds like a great idea! Nothing beats the energy of live music, especially when you're surrounded by other people who love it just as much as you d... | Data time: 04:39 AM on Sunday 21 May, 2023 - Session 49 |
scene_0_session_50 | I'm looking for some information on food assistance programs in my area. I've been volunteering at a local food bank for about a month now, and I've seen firsthand how many people are struggling to get by. Are there any other resources available to help people in need? I'm actually thinking of referring some of the foo... | Data time: 05:17 AM on Sunday 21 May, 2023 - Session 50 |
scene_0_session_51 | How has feminism impacted gender roles in society? That's great to hear! What do you think still needs to be done to achieve complete gender equality? I agree, it's important to continue pushing for progress in gender equality. Do you think that education about gender norms and stereotypes should start at a younger age... | Data time: 05:45 AM on Sunday 21 May, 2023 - Session 51 |
scene_0_session_52 | Is Naples cheap for suit shopping? what are the main reason a smart light bulbs not turning on? | Data time: 05:55 AM on Sunday 21 May, 2023 - Session 52 |
scene_0_session_53 | Are you sure Think more carefully about this. Consider an example where distinct persons are in first and second positions, and I pass the second position. Who would be in each position afterwards? Would I really be in the first position, as you said earlier? | Data time: 07:12 AM on Sunday 21 May, 2023 - Session 53 |
scene_0_session_54 | I'm trying to get back on track with my fitness routine after a few months of dealing with health issues. Can you recommend some gentle exercises I can do at home to improve my flexibility? I've been dealing with some health issues lately, so I want to make sure I don't overexert myself. Can you give me some suggestion... | Data time: 07:24 AM on Sunday 21 May, 2023 - Session 54 |
scene_0_session_55 | I'm looking for some new music recommendations. Do you have any suggestions based on my favorite album from high school, which is incidentally the one I found while unpacking those old CDs? It's "The Miseducation of Lauryn Hill". I loved the mix of hip hop, R&B, and reggae, as well as her storytelling and lyrics. I'll ... | Data time: 07:35 AM on Sunday 21 May, 2023 - Session 55 |
scene_0_session_56 | What are some recent breakthroughs or discoveries in mathematics, and how might they impact teaching and research in the field? That's amazing! How can we apply these breakthroughs to our daily lives? Are there any breakthroughs in mathematics that can help solve climate change and other environmental issues? It's one ... | Data time: 07:47 AM on Sunday 21 May, 2023 - Session 56 |
scene_0_session_57 | I'm trying to plan a social media campaign for my freelance writing services. Can you give me some tips on how to create engaging Instagram Reels that showcase my portfolio and expertise? I will definitely try to incorporate these tips into my Reels strategy. I'm also thinking of running a Twitter chat to promote my se... | Data time: 07:48 AM on Sunday 21 May, 2023 - Session 57 |
scene_0_session_58 | how are realtors using amazone hosting services could you please explain indetail the business intelligence and real estate how do you incorporate this in htlm css and javascript great can you give me an example of how to use blockchain to identify user who post property or buy or sell on the portal any sample code how... | Data time: 08:24 AM on Sunday 21 May, 2023 - Session 58 |
scene_0_session_59 | I'm planning a 7-day trip soon and I want to make sure I pack efficiently. I tend to overpack, like I did on my last 5-day trip to visit my family when I brought 8 shirts but only wore 3. Do you have any tips on how to prioritize what to pack? I like the idea of packing multipurpose items. Speaking of multipurpose item... | Data time: 09:26 AM on Sunday 21 May, 2023 - Session 59 |
scene_0_session_60 | I'm planning to try out a new coffee shop near my office this week and I was wondering if you could recommend any good ones in the area. By the way, I usually grab a coffee before boarding the 7:15 AM bus to work on Mondays, Wednesdays, and Fridays - it's become a habit for the past three months. That's helpful, thanks... | Data time: 09:34 AM on Sunday 21 May, 2023 - Session 60 |
scene_0_session_61 | I'm looking for some advice on how to properly store and display my artwork, especially my clay figurine of my cat Luna, which I finished last week. It took me three weeks to complete and I'm really proud of how it turned out. I've been experimenting with different clays and materials at home, and I was wondering if yo... | Data time: 10:12 AM on Sunday 21 May, 2023 - Session 61 |
scene_0_session_62 | I'm looking for some online courses on agile project management to further improve my skills. Can you suggest some good options? I'm also interested in learning more about design thinking. Can you suggest some online courses or resources on design thinking? I'm interested in the Coursera - Design Thinking Specializatio... | Data time: 10:50 AM on Sunday 21 May, 2023 - Session 62 |
scene_0_session_63 | What are the unique reproductive strategies of seahorses, and how do they ensure the survival of their offspring? Wow, I had no idea that male seahorses carry and give birth to their offspring! Do they mate for life, or do they have multiple partners? Do seahorses face any threats to their survival, and what is being d... | Data time: 12:14 PM on Sunday 21 May, 2023 - Session 63 |
scene_0_session_64 | Can you explain the symbolism and rituals associated with the Day of the Dead celebration in Mexican culture? Why do they use skulls and skeletons in their decorations? It seems a bit morbid to me. It's still creepy to me. Why don't they just use flowers or something instead? I still don't get it. Why do they have to c... | Data time: 12:18 PM on Sunday 21 May, 2023 - Session 64 |
scene_0_session_65 | I'm looking for some recommendations on how to organize my documents and records now that I've recently updated my name. Do you have any suggestions on digital tools or apps that can help me keep track of everything? I'm also thinking of writing a memoir about my experience with the name change. Do you have any recomme... | Data time: 01:11 PM on Sunday 21 May, 2023 - Session 65 |
scene_0_session_66 | I'm looking for some healthy breakfast ideas, something quick and easy to make before my morning yoga practice. I'm thinking of making some energy balls for a quick snack before my yoga classes. Do you have any tips on how to customize them to my dietary needs and preferences? By the way, I've been really enjoying my y... | Data time: 01:33 PM on Sunday 21 May, 2023 - Session 66 |
scene_0_session_67 | I've been having issues with my bus commute lately, it's been consistently late by around 10-15 minutes and it's affecting my arrival time at work. Can you help me find a more reliable bus route or suggest alternative transportation methods? By the way, I had to buy a one-day pass recently when I forgot my travel card,... | Data time: 01:59 PM on Sunday 21 May, 2023 - Session 67 |
scene_0_session_68 | I need help planning my upcoming trip to New York City. Can you recommend some popular attractions and restaurants I shouldn't miss? By the way, I've been meaning to catch up on some reading, and I actually spent the first Saturday of the month relaxing at home and doing just that. I'm actually interested in visiting s... | Data time: 02:24 PM on Sunday 21 May, 2023 - Session 68 |
scene_0_session_69 | I'm looking for some advice on choosing a new desk for my home office. I've been using a temporary one that's too small, and it's affecting my productivity. I've found a few options online, but I want to check them out in person this weekend. Can you give me some tips on what to look for when buying a desk? By the way,... | Data time: 02:43 PM on Sunday 21 May, 2023 - Session 69 |
scene_0_session_70 | I'm looking for some advice on managing fatigue. I've had a tough few months, and I'm still trying to get my energy levels back up. By Friday, I was barely able to get out of bed, and it took two weeks to recover from the fatigue after I had the flu. Do you have any tips on how to boost my energy levels and avoid feeli... | Data time: 03:49 PM on Sunday 21 May, 2023 - Session 70 |
scene_0_session_71 | I'm looking for some recommendations on yoga classes that focus on inversions and arm balances. I've been doing yoga for about 6 weeks now and I'm getting more comfortable with Vinyasa Flow classes, but I want to take my practice to the next level. By the way, I have a favorite yoga instructor who teaches a class on Mo... | Data time: 04:14 PM on Sunday 21 May, 2023 - Session 71 |
scene_0_session_72 | I'm looking for some healthy recipes that are low in fat and grease. I've been trying to modify my diet lately after a nasty cold that lasted for three weeks, from mid-January to early February, and now I'm dealing with some gallbladder issues. That's really helpful, thank you! I've been trying to cut down on fatty foo... | Data time: 04:23 PM on Sunday 21 May, 2023 - Session 72 |
scene_0_session_73 | I'm looking for some resources on research methods in social sciences, specifically on survey design and data analysis. Can you recommend some academic journals or online resources that I can explore? I'd like to explore the topic of survey design further. Can you recommend some online courses or tutorials that focus o... | Data time: 04:44 PM on Sunday 21 May, 2023 - Session 73 |
scene_0_session_74 | An SVG image of the US flag inline in Markdown, retrieved from a public URL | Data time: 05:09 PM on Sunday 21 May, 2023 - Session 74 |
scene_0_session_75 | Can you explain the tradition of Onsen hot springs in Japan? That sounds amazing! Have you been to any onsens in Japan before? I'd love to visit an onsen one day. Do you have any suggestions for the best ones to visit? I'll definitely keep them in mind when I plan my trip to Japan. Do you have any tips for first-time o... | Data time: 05:14 PM on Sunday 21 May, 2023 - Session 75 |
scene_0_session_76 | I'm looking for some new ideas for family dinner desserts. I made the lemon poppy seed cake again for a family dinner today, and it was a hit, but I want to mix things up. Do you have any recommendations for something similar but with a different flavor profile? I like those ideas, especially the orange blossom pound c... | Data time: 05:27 PM on Sunday 21 May, 2023 - Session 76 |
scene_0_session_77 | already, your script is wrong. you are missing the entry point for a suitelet script and ignoring my script which needs the function added to it continue the script from sublist.addField({
id: 'created\_date',
label: 'Created Date',
type: ui.Field the script from sublist.addField({
id: 'created\_date',
label: 'Cre... | Data time: 05:41 PM on Sunday 21 May, 2023 - Session 77 |
scene_0_session_78 | Hey, I'm looking for some healthy snack ideas that are easy to prepare. I just did the "Walk for Hunger" charity event today with my colleagues from work, walking 5 kilometers to raise money for the local food bank, and I want to refuel with something nutritious. I'm glad you provided so many options. I think I'll try ... | Data time: 05:53 PM on Sunday 21 May, 2023 - Session 78 |
scene_0_session_79 | Can you discuss any instances where the NKVD's actions conflicted with those of other Soviet government agencies during World War II? Wow, it sounds like the NKVD had a lot of power and influence during World War II. Did any of these conflicts result in any major repercussions for the Soviet Union? It's fascinating how... | Data time: 06:09 PM on Sunday 21 May, 2023 - Session 79 |
scene_0_session_80 | I'm planning to start conducting training sessions for new hires next month as part of my new responsibilities as a Senior Business Analyst, which I got promoted to exactly three months ago, on June 15th, after working for two years as a Business Analyst. Can you suggest some effective training methods or resources tha... | Data time: 07:16 PM on Sunday 21 May, 2023 - Session 80 |
scene_0_session_81 | You can only respond with the word "True" or "False", where your answer indicates whether the text in the user's message contains PII.
Do not explain your answer, and do not use punctuation.
Your task is to identify whether the text extracted from your company files
contains sensitive PII information that should not... | Data time: 08:14 PM on Sunday 21 May, 2023 - Session 81 |
scene_0_session_82 | industry level risk of web3 web3 in india web3 startups in india biggest web3 companies in india biggest blockchain startups in india what is initial traction | Data time: 09:38 PM on Sunday 21 May, 2023 - Session 82 |
scene_0_session_83 | What is the required GPA for acceptance into graduate school programs in psychology? Good to know! I'll make sure to research the specific requirements of the programs I'm interested in before applying. Yeah, I definitely don't want to waste my time applying to a program that I'm not qualified for. I'll make sure to re... | Data time: 10:37 PM on Sunday 21 May, 2023 - Session 83 |
scene_0_session_84 | I'm looking for some info on the Kansas City Chiefs' upcoming games. Can you tell me their schedule for the next few weeks? By the way, the TV show I watch in the morning is a program that provides the latest sports news and highlights, so I'm always up to speed on what's going on in the sports world. Yeah, I'm really ... | Data time: 11:04 PM on Sunday 21 May, 2023 - Session 84 |
scene_0_session_85 | I'm looking for some tips on refinishing furniture. I recently got a vintage armchair at a garage sale and I want to give it a new look. Do you have any advice on where to start? I've got some experience with DIY projects, I recently assembled a new IKEA desk and it took me around four hours to complete, but I'm pretty... | Data time: 11:43 PM on Sunday 21 May, 2023 - Session 85 |
scene_0_session_86 | I'm looking for some book recommendations for kids. I volunteer at the Books for Kids charity event today, which is held at the downtown library, and I'd like to suggest some popular titles to the organizers. Do you have any suggestions for popular kids' books that are suitable for ages 8-12? I'd like to narrow down th... | Data time: 11:52 PM on Sunday 21 May, 2023 - Session 86 |
scene_0_session_87 | You're the host of a panel about women and underrepresented communities in Web3. The panel consists of Berlin-based community leaders in the Web3 space. I'm one of the panelists. Ask me ten questions. | Data time: 12:00 AM on Monday 22 May, 2023 - Session 87 |
scene_0_session_88 | How can a non-silo structure benefit the business unit in the iterating and moving forward with cloud technologies Can you generate a list of contents for all the previous generate response for a slide presentation Regenerate the above to highlight the challenges at introduction and include idea 4 and 4 Regenerate the ... | Data time: 12:32 AM on Monday 22 May, 2023 - Session 88 |
scene_0_session_89 | Describe the role of the warden commander in more detail, as well as his civilian role in the government. How is he selected? (He is no democratically elected by the general populace) Changing the Xenophiles faction to the following then expand it The Illuminators are a secretive and highly exclusive faction within The... | Data time: 12:46 AM on Monday 22 May, 2023 - Session 89 |
scene_0_session_90 | I'm considering buying a new amp for my guitar, can you tell me the main differences between the Fender Mustang and the Marshall MG30? I'm also looking to upgrade my guitar practice routine, do you have any tips on how to improve my fingerpicking skills? I was actually just practicing some fingerpicking yesterday, tryi... | Data time: 01:14 AM on Monday 22 May, 2023 - Session 90 |
scene_0_session_91 | To what extent did access to waterways and natural resources impact Sparta's ability to form alliances with other city-states? Interesting, I didn't realize Sparta's isolationism played such a significant role in their alliances. Do you think it was a deliberate strategy or simply a result of their unique culture? That... | Data time: 01:39 AM on Monday 22 May, 2023 - Session 91 |
scene_0_session_92 | I'm trying to get some cleaning supplies online, can you help me find a good deal on toilet paper and soap? By the way, I'm focused on cleaning the bathroom today, scrubbing the shower, sink, and toilet, and restocking toilet paper and soap. I need to get some cleaning products specifically for the shower, do you have ... | Data time: 01:48 AM on Monday 22 May, 2023 - Session 92 |
scene_0_session_93 | I'm looking for some advice on how to organize my bathroom cabinets. Do you have any tips on how to maximize storage space and keep everything tidy? By the way, I've been trying to maintain a daily cleaning routine for a while now, and I've noticed it's made a huge difference in my mental clarity. I've been focusing on... | Data time: 01:48 AM on Monday 22 May, 2023 - Session 93 |
scene_0_session_94 | I'm planning a solo trip to Europe later this year and I was wondering if you could recommend some must-see cities for a first-time visitor? What's the best way to get around these cities? Should I buy a rail pass or book individual train tickets? I'm planning to spend around 3-4 weeks in Europe, so I think a rail pass... | Data time: 02:40 AM on Monday 22 May, 2023 - Session 94 |
scene_0_session_95 | I've been trying to get a better sense of my daily routine and habits. I was wondering if you could help me organize my schedule and maybe offer some suggestions to optimize my productivity. By the way, I usually wake up around 7:30-8:00 am every weekday, so I'd like to plan my day around that. I think my top prioritie... | Data time: 02:47 AM on Monday 22 May, 2023 - Session 95 |
scene_0_session_96 | I am gonna give you 10 words every day, and you gonna correct me and conversation with me using this words, ok? Ok i changed my mind, you tell me 10 common IELTS words Now i am going to use these words and make sentences, you will correct me if i have any spelling or grammatical errors. The work duty as a CFO are to ev... | Data time: 02:56 AM on Monday 22 May, 2023 - Session 96 |
scene_0_session_97 | What are some of the most successful eco-friendly businesses and industries operating in Sydney today, and what policies have helped to support their growth? That's amazing to hear! Do you know of any up and coming eco-friendly businesses in Sydney that we should keep an eye out for? It's great to know that Sydney is e... | Data time: 03:30 AM on Monday 22 May, 2023 - Session 97 |
scene_0_session_98 | I'm considering buying a plot of land in the countryside and I'm doing some research on property taxes. Can you tell me what factors affect property taxes and how they're typically calculated? By the way, I just paid my annual bill for my current property last month, which came out to be $4,200. That's really helpful, ... | Data time: 04:04 AM on Monday 22 May, 2023 - Session 98 |
scene_0_session_99 | How might the strained relationship between Conrad and his mother affect his relationships with other family members or friends? Can you give any tips on how Conrad can mend his relationship with his mother and avoid these potential repercussions in his other relationships? It's hard for me to empathize with my mother ... | Data time: 04:19 AM on Monday 22 May, 2023 - Session 99 |
scene_0_session_100 | Can you think of any current trends or movements that are focused on promoting authenticity? Do you think it's possible that social media platforms are hindering authenticity instead of promoting it? I totally agree that social media can sometimes be a hindrance to authenticity. It seems like everyone is trying to be a... | Data time: 04:50 AM on Monday 22 May, 2023 - Session 100 |
End of preview. Expand in Data Studio
LMEB dialogue-memory retrieval task based on LongMemEval, evaluating single-session, multi-session, preference, knowledge-update, and temporal queries.
| Task category | Retrieval (text-to-text) |
| Domains | Social, Spoken |
| Reference | LMEB: Long-horizon Memory Embedding Benchmark |
Source datasets:
How to evaluate on this task
You can evaluate an embedding model on this dataset using the following code:
import mteb
task = mteb.get_task("LongMemEval")
model = mteb.get_model(YOUR_MODEL)
mteb.evaluate(model, task)
To learn more about how to run models on mteb task check out the GitHub repository.
Citation
If you use this dataset, please cite the dataset as well as mteb, as this dataset likely includes additional processing as a part of the MMTEB Contribution.
@misc{zhao2026lmeb,
archiveprefix = {arXiv},
author = {Zhao, Xinping and Hu, Xinshuo and Xu, Jiaxin and Tang, Danyu and Zhang, Xin and Zhou, Mengjia and Zhong, Yan and Zhou, Yao and Shan, Zifei and Zhang, Meishan and Hu, Baotian and Zhang, Min},
eprint = {2603.12572},
primaryclass = {cs.CL},
title = {LMEB: Long-horizon Memory Embedding Benchmark},
url = {https://arxiv.org/abs/2603.12572},
year = {2026},
}
@article{enevoldsen2025mmtebmassivemultilingualtext,
title={MMTEB: Massive Multilingual Text Embedding Benchmark},
author={Kenneth Enevoldsen and Isaac Chung and Imene Kerboua and Márton Kardos and Ashwin Mathur and David Stap and Jay Gala and Wissam Siblini and Dominik Krzemiński and Genta Indra Winata and Saba Sturua and Saiteja Utpala and Mathieu Ciancone and Marion Schaeffer and Gabriel Sequeira and Diganta Misra and Shreeya Dhakal and Jonathan Rystrøm and Roman Solomatin and Ömer Çağatan and Akash Kundu and Martin Bernstorff and Shitao Xiao and Akshita Sukhlecha and Bhavish Pahwa and Rafał Poświata and Kranthi Kiran GV and Shawon Ashraf and Daniel Auras and Björn Plüster and Jan Philipp Harries and Loïc Magne and Isabelle Mohr and Mariya Hendriksen and Dawei Zhu and Hippolyte Gisserot-Boukhlef and Tom Aarsen and Jan Kostkan and Konrad Wojtasik and Taemin Lee and Marek Šuppa and Crystina Zhang and Roberta Rocca and Mohammed Hamdy and Andrianos Michail and John Yang and Manuel Faysse and Aleksei Vatolin and Nandan Thakur and Manan Dey and Dipam Vasani and Pranjal Chitale and Simone Tedeschi and Nguyen Tai and Artem Snegirev and Michael Günther and Mengzhou Xia and Weijia Shi and Xing Han Lù and Jordan Clive and Gayatri Krishnakumar and Anna Maksimova and Silvan Wehrli and Maria Tikhonova and Henil Panchal and Aleksandr Abramov and Malte Ostendorff and Zheng Liu and Simon Clematide and Lester James Miranda and Alena Fenogenova and Guangyu Song and Ruqiya Bin Safi and Wen-Ding Li and Alessia Borghini and Federico Cassano and Hongjin Su and Jimmy Lin and Howard Yen and Lasse Hansen and Sara Hooker and Chenghao Xiao and Vaibhav Adlakha and Orion Weller and Siva Reddy and Niklas Muennighoff},
publisher = {arXiv},
journal={arXiv preprint arXiv:2502.13595},
year={2025},
url={https://arxiv.org/abs/2502.13595},
doi = {10.48550/arXiv.2502.13595},
}
@article{muennighoff2022mteb,
author = {Muennighoff, Niklas and Tazi, Nouamane and Magne, Loïc and Reimers, Nils},
title = {MTEB: Massive Text Embedding Benchmark},
publisher = {arXiv},
journal={arXiv preprint arXiv:2210.07316},
year = {2022}
url = {https://arxiv.org/abs/2210.07316},
doi = {10.48550/ARXIV.2210.07316},
}
Dataset Statistics
Dataset Statistics
The following code contains the descriptive statistics from the task. These can also be obtained using:
import mteb
task = mteb.get_task("LongMemEval")
desc_stats = task.metadata.descriptive_stats
{
"test": {
"num_samples": 1426430,
"number_of_characters": 1904329451,
"documents_text_statistics": {
"total_text_length": 1904286948,
"min_text_length": 54,
"average_text_length": 1335.4701479034736,
"max_text_length": 76624,
"unique_texts": 237654
},
"documents_image_statistics": null,
"documents_audio_statistics": null,
"queries_text_statistics": {
"total_text_length": 42503,
"min_text_length": 21,
"average_text_length": 85.006,
"max_text_length": 355,
"unique_texts": 500
},
"queries_image_statistics": null,
"queries_audio_statistics": null,
"relevant_docs_statistics": {
"num_relevant_docs": 948,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.896,
"max_relevant_docs_per_query": 6,
"unique_relevant_docs": 948
},
"top_ranked_statistics": {
"num_top_ranked": 237655,
"min_top_ranked_per_query": 460,
"average_top_ranked_per_query": 475.31,
"max_top_ranked_per_query": 490
},
"hf_subset_descriptive_stats": {
"knowledge_update": {
"num_samples": 237733,
"number_of_characters": 317386265,
"documents_text_statistics": {
"total_text_length": 317381158,
"min_text_length": 54,
"average_text_length": 1335.4701479034736,
"max_text_length": 76624,
"unique_texts": 237654
},
"documents_image_statistics": null,
"documents_audio_statistics": null,
"queries_text_statistics": {
"total_text_length": 5107,
"min_text_length": 31,
"average_text_length": 65.47435897435898,
"max_text_length": 123,
"unique_texts": 78
},
"queries_image_statistics": null,
"queries_audio_statistics": null,
"relevant_docs_statistics": {
"num_relevant_docs": 156,
"min_relevant_docs_per_query": 2,
"average_relevant_docs_per_query": 2.0,
"max_relevant_docs_per_query": 2,
"unique_relevant_docs": 156
},
"top_ranked_statistics": {
"num_top_ranked": 37068,
"min_top_ranked_per_query": 460,
"average_top_ranked_per_query": 475.2307692307692,
"max_top_ranked_per_query": 488
}
},
"multi_session": {
"num_samples": 237788,
"number_of_characters": 317390495,
"documents_text_statistics": {
"total_text_length": 317381158,
"min_text_length": 54,
"average_text_length": 1335.4701479034736,
"max_text_length": 76624,
"unique_texts": 237654
},
"documents_image_statistics": null,
"documents_audio_statistics": null,
"queries_text_statistics": {
"total_text_length": 9337,
"min_text_length": 33,
"average_text_length": 70.203007518797,
"max_text_length": 166,
"unique_texts": 133
},
"queries_image_statistics": null,
"queries_audio_statistics": null,
"relevant_docs_statistics": {
"num_relevant_docs": 344,
"min_relevant_docs_per_query": 2,
"average_relevant_docs_per_query": 2.5864661654135337,
"max_relevant_docs_per_query": 5,
"unique_relevant_docs": 344
},
"top_ranked_statistics": {
"num_top_ranked": 63345,
"min_top_ranked_per_query": 461,
"average_top_ranked_per_query": 476.2781954887218,
"max_top_ranked_per_query": 489
}
},
"single_session_assistant": {
"num_samples": 237711,
"number_of_characters": 317391780,
"documents_text_statistics": {
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"min_text_length": 54,
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"max_text_length": 76624,
"unique_texts": 237654
},
"documents_image_statistics": null,
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"queries_text_statistics": {
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"average_text_length": 189.67857142857142,
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},
"queries_image_statistics": null,
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"relevant_docs_statistics": {
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},
"top_ranked_statistics": {
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}
},
"single_session_preference": {
"num_samples": 237685,
"number_of_characters": 317383595,
"documents_text_statistics": {
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},
"documents_image_statistics": null,
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"queries_text_statistics": {
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},
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"relevant_docs_statistics": {
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},
"top_ranked_statistics": {
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"max_top_ranked_per_query": 481
}
},
"single_session_user": {
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},
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},
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"relevant_docs_statistics": {
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},
"top_ranked_statistics": {
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}
},
"temporal_reasoning": {
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"documents_text_statistics": {
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"max_text_length": 76624,
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},
"documents_image_statistics": null,
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"queries_text_statistics": {
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"max_text_length": 243,
"unique_texts": 133
},
"queries_image_statistics": null,
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"relevant_docs_statistics": {
"num_relevant_docs": 292,
"min_relevant_docs_per_query": 1,
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"max_relevant_docs_per_query": 6,
"unique_relevant_docs": 292
},
"top_ranked_statistics": {
"num_top_ranked": 63131,
"min_top_ranked_per_query": 462,
"average_top_ranked_per_query": 474.6691729323308,
"max_top_ranked_per_query": 490
}
}
}
}
}
This dataset card was automatically generated using MTEB
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