{"adoption": {"forks": 161, "observed_at": "2026-08-28T04:03:21.075020+00:00", "stars": 1043}, "canonical_url": "https://ross.abutalabs.com/products/paper-reading-convai", "card": {"archived": false, "artifact_type": "learning-resource", "description": "📖 Paper reading list in conversational AI.", "domain": ["artificial-intelligence", "large-language-models", "tutorials"], "enriched": true, "function": ["documentation"], "health_score": 68, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["iwangjian/Paper-Reading-ConvAI"], "name": "iwangjian/Paper-Reading-ConvAI", "platform": [], "pushed_at": "2026-05-05T11:59:38+00:00", "repo": "iwangjian/Paper-Reading-ConvAI", "stars": 1043, "tags": ["paper-list", "conversational-ai", "dialogue-systems", "natural-language-generation", "reading-list", "awesome-list", "natural-language-processing", "web-server"], "topics": ["dialogue-systems", "natural-language-generation", "dialogue-generation", "nlp", "paper-list", "conversational-ai"], "urls": [], "use_cases": ["find research papers on dialogue systems", "get a reading list for conversational AI", "learn about natural language generation research", "survey LLM-based dialogue agents", "find papers on task-oriented and knowledge-grounded dialogue", "explore research on emotional and personalized dialogue"], "what_it_is": "A curated paper reading list covering conversational AI, including dialogue systems/agents and natural language generation. It organizes research papers by topic such as task-oriented dialogue, emotional dialogue, knowledge-grounded dialogue, and controllable generation.", "when_to_avoid": ["you need runnable software or code implementations", "you want a dataset rather than a paper list", "you need a maintained library with releases and a license"], "when_to_choose": ["you are a researcher or student surveying conversational AI literature", "you need a structured, categorized list of NLP and dialogue papers", "you want to track key papers on NLG and dialogue evaluation"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/paper-reading-convai", "repo": "iwangjian/Paper-Reading-ConvAI", "role": "main", "score": 68}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:21.075020+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:02:30.112442+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ceb3254763a8e725f0d46d3f401dfc73e47ad1211f960d8320958e374d3a88c1", "fetched_at": "2026-08-28T04:03:21.075020+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iwangjian/Paper-Reading-ConvAI"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 80, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2967, "days_push": 120, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 68, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}