Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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7,321 to 7,380 of 11,288

Improving Text Embeddings with Large Language Models
Liang Wang, Nan Yang, Xiaolong Huang +3
cs.CLcs.IRarXiv:2401.00368v32023
J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data
Gyouk Chu, Myeongho Jeon, Eunho Yang
cs.LGcs.AIcs.CLarXiv:2608.26582v12026
Capabilities of Gemini Models in Medicine
Khaled Saab, Tao Tu, Wei-Hung Weng +64
cs.AIcs.CLcs.CVarXiv:2404.18416v22024
TwinKV: A Composable Repair Pass for KV Cache Eviction via Pairwise Key Redundancy
Hong Chen, Yudong Zeng, Yongwei Huang +3
cs.CLarXiv:2608.27128v12026
BASE Layers: Simplifying Training of Large, Sparse Models
Mike Lewis, Shruti Bhosale, Tim Dettmers +2
cs.CLarXiv:2103.16716v12021
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
Chen Liang, Jonathan Berant, Quoc Le +2
cs.CLcs.AIcs.LGarXiv:1611.00020v42016
Movie Description
Anna Rohrbach, Atousa Torabi, Marcus Rohrbach +5
cs.CVcs.CLarXiv:1605.03705v12016
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training
Hangbo Bao, Li Dong, Furu Wei +8
cs.CLarXiv:2002.12804v12020
SPEAR: Distilling Domain-Adaptive Reasoning Skeletons via Sequential Symbolic Alignment in Reinforcement Learning
Zhuochun Li, Yuelyu Ji, Yiming Zeng +1
cs.CLarXiv:2608.26550v12026
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
Fanchao Qi, Yangyi Chen, Mukai Li +3
cs.CLcs.CYarXiv:2011.10369v32020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data
Wenhu Chen, Hanwen Zha, Zhiyu Chen +3
cs.CLcs.AIarXiv:2004.07347v32020
Cross-Lingual Alignment Without Joint Training: Do Monolingual Language Models Converge on Universal Representations?
Ej Zhou, Suchir Salhan, Catherine Arnett +1
cs.CLarXiv:2608.27115v12026
Controllable Text-to-Image Generation
Bowen Li, Xiaojuan Qi, Thomas Lukasiewicz +1
cs.CVcs.CLcs.LGarXiv:1909.07083v22019
Prompting Large Language Model for Machine Translation: A Case Study
Biao Zhang, Barry Haddow, Alexandra Birch
cs.CLcs.LGarXiv:2301.07069v22023
Wikipedia-based Semantic Interpretation for Natural Language Processing
Evgeniy Gabrilovich, Shaul Markovitch
cs.CLarXiv:1401.5697v12014
Calibrated Enough to Know, Not Calibrated to Act: Fabricated Evidence Makes LLM Agents Commit to the Unknowable
Pranav Aggarwal
cs.AIcs.CLarXiv:2608.27167v12026
An Embodied Generalist Agent in 3D World
Jiangyong Huang, Silong Yong, Xiaojian Ma +7
cs.CVcs.AIcs.CLarXiv:2311.12871v32023
Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Subhabrata Mukherjee, Arindam Mitra, Ganesh Jawahar +3
cs.CLcs.LGarXiv:2306.02707v12023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning
Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh +4
cs.CLcs.AIarXiv:2304.05613v12023
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani +1
cs.CLcs.AIcs.IRarXiv:1907.06554v12019
Joint Embedding of Words and Labels for Text Classification
Guoyin Wang, Chunyuan Li, Wenlin Wang +5
cs.CLcs.LGarXiv:1805.04174v12018
InternLM2 Technical Report
Zheng Cai, Maosong Cao, Haojiong Chen +97
cs.CLcs.AIarXiv:2403.17297v12024
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
Emma Strubell, Patrick Verga, David Belanger +1
cs.CLarXiv:1702.02098v32017
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
Huiqiang Jiang, Yucheng Li, Chengruidong Zhang +9
cs.CLcs.LGarXiv:2407.02490v22024
Learning to Compress Prompts with Gist Tokens
Jesse Mu, Xiang Lisa Li, Noah Goodman
cs.CLarXiv:2304.08467v32023
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca
Yiming Cui, Ziqing Yang, Xin Yao
cs.CLcs.HCcs.LGarXiv:2304.08177v32023
Large Language Models are Better Reasoners with Self-Verification
Yixuan Weng, Minjun Zhu, Fei Xia +6
cs.AIcs.CLarXiv:2212.09561v52022
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations
Deepanway Ghosal, Navonil Majumder, Alexander Gelbukh +2
cs.CLarXiv:2010.02795v12020
Information-Guided Frontier Decoding: Contextual Utility-Driven Commitment in dMLLMs
Xingyou Fang, Jingxing Zhong, Xiaosong Yuan +1
cs.CLarXiv:2608.26641v12026
CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes
Yufan Wu, Yinghui He, Zhengyi Hu +4
cs.CLarXiv:2608.27455v12026
SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification
Xupeng Miao, Gabriele Oliaro, Zhihao Zhang +12
cs.CLcs.DCcs.LGarXiv:2305.09781v42023
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions
Federico Bianchi, Mirac Suzgun, Giuseppe Attanasio +4
cs.CLarXiv:2309.07875v32023
Recurrent Highway Networks
Julian Georg Zilly, Rupesh Kumar Srivastava, Jan Koutník +1
cs.LGcs.CLcs.NEarXiv:1607.03474v52016
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data
Daniel Keysers, Nathanael Schärli, Nathan Scales +11
cs.LGcs.CLstat.MLarXiv:1912.09713v22019
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning
Abhishek Das, Satwik Kottur, José M. F. Moura +2
cs.CVcs.AIcs.CLarXiv:1703.06585v22017
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada +9
cs.CLarXiv:2303.12528v42023
Evaluating Verifiability in Generative Search Engines
Nelson F. Liu, Tianyi Zhang, Percy Liang
cs.CLcs.IRarXiv:2304.09848v22023
An Unsupervised Autoregressive Model for Speech Representation Learning
Yu-An Chung, Wei-Ning Hsu, Hao Tang +1
cs.CLcs.LGcs.SDarXiv:1904.03240v22019
Improving Automatic Source Code Summarization via Deep Reinforcement Learning
Yao Wan, Zhou Zhao, Min Yang +4
cs.SEcs.CLcs.LGarXiv:1811.07234v12018
Teaching Small Language Models to Reason
Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek +2
cs.CLcs.LGarXiv:2212.08410v32022
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence
Haoxi Zhong, Chaojun Xiao, Cunchao Tu +3
cs.CLarXiv:2004.12158v52020
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
Hongliang He, Wenlin Yao, Kaixin Ma +5
cs.CLcs.AIarXiv:2401.13919v42024
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model
Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov +1
cs.CLcs.LGarXiv:1711.03953v42017
Gated Delta Networks: Improving Mamba2 with Delta Rule
Songlin Yang, Jan Kautz, Ali Hatamizadeh
cs.CLcs.LGarXiv:2412.06464v32024
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification
Yinfei Yang, Yuan Zhang, Chris Tar +1
cs.CLarXiv:1908.11828v12019
ITL: Interpretable Document Alignment with Structured Reference Frameworks
Raúl Giráldez, Dayrelis Mena, Jesús S. Aguilar--Ruiz
cs.CLarXiv:2608.27031v12026
Summaries:한국어
De-identification of Patient Notes with Recurrent Neural Networks
Franck Dernoncourt, Ji Young Lee, Ozlem Uzuner +1
cs.CLcs.AIcs.NEarXiv:1606.03475v12016
Summaries:한국어
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts
Yichen Gong, Delong Ran, Jinyuan Liu +5
cs.CRcs.AIcs.CLarXiv:2311.05608v32023
From Atomic to Agentic: Towards Interpretable Evaluation of LLMs' Agentic Mathematical Capabilities
Jiayi Kuang, Yinghui Li, Yunze Song +11
cs.AIcs.CLarXiv:2608.26950v12026
Long-Term Trends in the Public Perception of Artificial Intelligence
Ethan Fast, Eric Horvitz
cs.CLcs.AIcs.CYarXiv:1609.04904v22016
Measuring the Reliability of Hate Speech Annotations: The Case of the European Refugee Crisis
Björn Ross, Michael Rist, Guillermo Carbonell +3
cs.CLarXiv:1701.08118v12017
AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
Qingru Zhang, Minshuo Chen, Alexander Bukharin +5
cs.CLcs.LGarXiv:2303.10512v22023
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Chenglei Si, Diyi Yang, Tatsunori Hashimoto
cs.CLcs.AIcs.CYarXiv:2409.04109v12024
SGM: Sequence Generation Model for Multi-label Classification
Pengcheng Yang, Xu Sun, Wei Li +3
cs.CLarXiv:1806.04822v32018
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models
Phillip Rust, Jonas Pfeiffer, Ivan Vulić +2
cs.CLarXiv:2012.15613v22020
Neural Ranking Models with Weak Supervision
Mostafa Dehghani, Hamed Zamani, Aliaksei Severyn +2
cs.IRcs.CLcs.LGarXiv:1704.08803v22017
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents
Xingshan Zeng, Zishan Xu, Boju Zhang +11
cs.AIcs.CLarXiv:2608.27260v12026
Summaries:한국어
Gated-Attention Readers for Text Comprehension
Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang +2
cs.CLcs.LGarXiv:1606.01549v32016
Sentence Simplification with Deep Reinforcement Learning
Xingxing Zhang, Mirella Lapata
cs.CLcs.LGarXiv:1703.10931v22017
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots
Sukhpal Singh Gill, Minxian Xu, Panos Patros +18
cs.CYcs.AIcs.CLarXiv:2306.03823v12023

Computation and Language

Improving Text Embeddings with Large Language Models

J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data

Capabilities of Gemini Models in Medicine

TwinKV: A Composable Repair Pass for KV Cache Eviction via Pairwise Key Redundancy

BASE Layers: Simplifying Training of Large, Sparse Models

Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

Movie Description

UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training

SPEAR: Distilling Domain-Adaptive Reasoning Skeletons via Sequential Symbolic Alignment in Reinforcement Learning

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data

Cross-Lingual Alignment Without Joint Training: Do Monolingual Language Models Converge on Universal Representations?

Controllable Text-to-Image Generation

Prompting Large Language Model for Machine Translation: A Case Study

Wikipedia-based Semantic Interpretation for Natural Language Processing

Calibrated Enough to Know, Not Calibrated to Act: Fabricated Evidence Makes LLM Agents Commit to the Unknowable

An Embodied Generalist Agent in 3D World

Orca: Progressive Learning from Complex Explanation Traces of GPT-4

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

Asking Clarifying Questions in Open-Domain Information-Seeking Conversations

Joint Embedding of Words and Labels for Text Classification

InternLM2 Technical Report

Fast and Accurate Entity Recognition with Iterated Dilated Convolutions

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention

Learning to Compress Prompts with Gist Tokens

Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca

Large Language Models are Better Reasoners with Self-Verification

COSMIC: COmmonSense knowledge for eMotion Identification in Conversations

Information-Guided Frontier Decoding: Contextual Utility-Driven Commitment in dMLLMs

CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes

SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification

Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions

Recurrent Highway Networks

Measuring Compositional Generalization: A Comprehensive Method on Realistic Data

Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning

MEGA: Multilingual Evaluation of Generative AI

Evaluating Verifiability in Generative Search Engines

An Unsupervised Autoregressive Model for Speech Representation Learning

Improving Automatic Source Code Summarization via Deep Reinforcement Learning

Teaching Small Language Models to Reason

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Breaking the Softmax Bottleneck: A High-Rank RNN Language Model

Gated Delta Networks: Improving Mamba2 with Delta Rule

PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification

ITL: Interpretable Document Alignment with Structured Reference Frameworks

De-identification of Patient Notes with Recurrent Neural Networks

FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts

From Atomic to Agentic: Towards Interpretable Evaluation of LLMs' Agentic Mathematical Capabilities

Long-Term Trends in the Public Perception of Artificial Intelligence

Measuring the Reliability of Hate Speech Annotations: The Case of the European Refugee Crisis

AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

SGM: Sequence Generation Model for Multi-label Classification

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models

Neural Ranking Models with Weak Supervision

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

Gated-Attention Readers for Text Comprehension

Sentence Simplification with Deep Reinforcement Learning

Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots